K-Fold Cross Validation | 就愛喝咖啡
![K-Fold Cross Validation](https://i.imgur.com/B2oemyF.jpg)
2022年5月31日—K-foldcross-validationisdefinedasamethodforestimatingtheperformanceofamodelonunseendata.Thistechniqueisrecommendedtobe ...
![K-Fold Cross Validation](https://i.imgur.com/B2oemyF.jpg)
Last updated: 3rd Jan, 2024
In this post, you will learn about K-fold Cross-Validation[1] concepts used while training machine learning models with the help of Python[2] code examples. K-fold cross-validation is a data splitting technique that can be implemented with k > 1 folds. K-Fold Cross Validation is also known as k-cross, k-fold cross-validation, k-fold CV, and k-folds. The k-fold cross-validation technique can be implemented easily using Python with scikit learn (Sklearn) package which provides an easy way to implement training of k-fold cross-validation models. It is important to learn the concepts of k-fold cross-validation concepts in order to perform model tuning with the end goal to choose a model which has a high generalization performance.
What and Why of K-fold Cross-ValidationK-fold cross-validation is defined as a method ...